Alert button
Picture for Jürgen Hesser

Jürgen Hesser

Alert button

Weighted Monte Carlo augmented spherical Fourier-Bessel convolutional layers for 3D abdominal organ segmentation

Add code
Bookmark button
Alert button
Mar 09, 2024
Wenzhao Zhao, Steffen Albert, Barbara D. Wichtmann, Angelika Maurer, Ulrike Attenberger, Frank G. Zöllner, Jürgen Hesser

Viaarxiv icon

Robust-DefReg: A Robust Deformable Point Cloud Registration Method based on Graph Convolutional Neural Networks

Add code
Bookmark button
Alert button
Jun 07, 2023
Sara Monji-Azad, Marvin Kinz, Jürgen Hesser

Figure 1 for Robust-DefReg: A Robust Deformable Point Cloud Registration Method based on Graph Convolutional Neural Networks
Figure 2 for Robust-DefReg: A Robust Deformable Point Cloud Registration Method based on Graph Convolutional Neural Networks
Figure 3 for Robust-DefReg: A Robust Deformable Point Cloud Registration Method based on Graph Convolutional Neural Networks
Figure 4 for Robust-DefReg: A Robust Deformable Point Cloud Registration Method based on Graph Convolutional Neural Networks
Viaarxiv icon

Adaptive aggregation of Monte Carlo augmented decomposed filters for efficient group-equivariant convolutional neural network

Add code
Bookmark button
Alert button
May 17, 2023
Wenzhao Zhao, Barbara D. Wichtmann, Steffen Albert, Angelika Maurer, Frank G. Zöllner, Ulrike Attenberger, Jürgen Hesser

Figure 1 for Adaptive aggregation of Monte Carlo augmented decomposed filters for efficient group-equivariant convolutional neural network
Figure 2 for Adaptive aggregation of Monte Carlo augmented decomposed filters for efficient group-equivariant convolutional neural network
Figure 3 for Adaptive aggregation of Monte Carlo augmented decomposed filters for efficient group-equivariant convolutional neural network
Figure 4 for Adaptive aggregation of Monte Carlo augmented decomposed filters for efficient group-equivariant convolutional neural network
Viaarxiv icon

Boosting Liver and Lesion Segmentation from CT Scans By Mask Mining

Add code
Bookmark button
Alert button
Aug 14, 2019
Karsten Roth, Jürgen Hesser, Tomasz Konopczyński

Figure 1 for Boosting Liver and Lesion Segmentation from CT Scans By Mask Mining
Figure 2 for Boosting Liver and Lesion Segmentation from CT Scans By Mask Mining
Figure 3 for Boosting Liver and Lesion Segmentation from CT Scans By Mask Mining
Figure 4 for Boosting Liver and Lesion Segmentation from CT Scans By Mask Mining
Viaarxiv icon

Liver Lesion Segmentation with slice-wise 2D Tiramisu and Tversky loss function

Add code
Bookmark button
Alert button
May 09, 2019
Karsten Roth, Tomasz Konopczyński, Jürgen Hesser

Figure 1 for Liver Lesion Segmentation with slice-wise 2D Tiramisu and Tversky loss function
Figure 2 for Liver Lesion Segmentation with slice-wise 2D Tiramisu and Tversky loss function
Figure 3 for Liver Lesion Segmentation with slice-wise 2D Tiramisu and Tversky loss function
Viaarxiv icon

The Liver Tumor Segmentation Benchmark (LiTS)

Add code
Bookmark button
Alert button
Jan 13, 2019
Patrick Bilic, Patrick Ferdinand Christ, Eugene Vorontsov, Grzegorz Chlebus, Hao Chen, Qi Dou, Chi-Wing Fu, Xiao Han, Pheng-Ann Heng, Jürgen Hesser, Samuel Kadoury, Tomasz Konopczynski, Miao Le, Chunming Li, Xiaomeng Li, Jana Lipkovà, John Lowengrub, Hans Meine, Jan Hendrik Moltz, Chris Pal, Marie Piraud, Xiaojuan Qi, Jin Qi, Markus Rempfler, Karsten Roth, Andrea Schenk, Anjany Sekuboyina, Ping Zhou, Christian Hülsemeyer, Marcel Beetz, Florian Ettlinger, Felix Gruen, Georgios Kaissis, Fabian Lohöfer, Rickmer Braren, Julian Holch, Felix Hofmann, Wieland Sommer, Volker Heinemann, Colin Jacobs, Gabriel Efrain Humpire Mamani, Bram van Ginneken, Gabriel Chartrand, An Tang, Michal Drozdzal, Avi Ben-Cohen, Eyal Klang, Marianne M. Amitai, Eli Konen, Hayit Greenspan, Johan Moreau, Alexandre Hostettler, Luc Soler, Refael Vivanti, Adi Szeskin, Naama Lev-Cohain, Jacob Sosna, Leo Joskowicz, Bjoern H. Menze

Figure 1 for The Liver Tumor Segmentation Benchmark (LiTS)
Figure 2 for The Liver Tumor Segmentation Benchmark (LiTS)
Figure 3 for The Liver Tumor Segmentation Benchmark (LiTS)
Figure 4 for The Liver Tumor Segmentation Benchmark (LiTS)
Viaarxiv icon

Automated Multiscale 3D Feature Learning for Vessels Segmentation in Thorax CT Images

Add code
Bookmark button
Alert button
Jan 06, 2019
Tomasz Konopczyński, Thorben Kröger, Lei Zheng, Christoph S. Garbe, Jürgen Hesser

Figure 1 for Automated Multiscale 3D Feature Learning for Vessels Segmentation in Thorax CT Images
Figure 2 for Automated Multiscale 3D Feature Learning for Vessels Segmentation in Thorax CT Images
Figure 3 for Automated Multiscale 3D Feature Learning for Vessels Segmentation in Thorax CT Images
Figure 4 for Automated Multiscale 3D Feature Learning for Vessels Segmentation in Thorax CT Images
Viaarxiv icon

Fully Convolutional Deep Network Architectures for Automatic Short Glass Fiber Semantic Segmentation from CT scans

Add code
Bookmark button
Alert button
Jan 04, 2019
Tomasz Konopczyński, Danish Rathore, Jitendra Rathore, Thorben Kröger, Lei Zheng, Christoph S. Garbe, Simone Carmignato, Jürgen Hesser

Figure 1 for Fully Convolutional Deep Network Architectures for Automatic Short Glass Fiber Semantic Segmentation from CT scans
Figure 2 for Fully Convolutional Deep Network Architectures for Automatic Short Glass Fiber Semantic Segmentation from CT scans
Figure 3 for Fully Convolutional Deep Network Architectures for Automatic Short Glass Fiber Semantic Segmentation from CT scans
Figure 4 for Fully Convolutional Deep Network Architectures for Automatic Short Glass Fiber Semantic Segmentation from CT scans
Viaarxiv icon

Reference Setup for Quantitative Comparison of Segmentation Techniques for Short Glass Fiber CT Data

Add code
Bookmark button
Alert button
Jan 04, 2019
Tomasz Konopczyński, Jitendra Rathore, Thorben Kröger, Lei Zheng, Christoph S. Garbe, Simone Carmignato, Jürgen Hesser

Figure 1 for Reference Setup for Quantitative Comparison of Segmentation Techniques for Short Glass Fiber CT Data
Figure 2 for Reference Setup for Quantitative Comparison of Segmentation Techniques for Short Glass Fiber CT Data
Figure 3 for Reference Setup for Quantitative Comparison of Segmentation Techniques for Short Glass Fiber CT Data
Figure 4 for Reference Setup for Quantitative Comparison of Segmentation Techniques for Short Glass Fiber CT Data
Viaarxiv icon

Instance Segmentation of Fibers from Low Resolution CT Scans via 3D Deep Embedding Learning

Add code
Bookmark button
Alert button
Jan 04, 2019
Tomasz Konopczyński, Thorben Kröger, Lei Zheng, Jürgen Hesser

Figure 1 for Instance Segmentation of Fibers from Low Resolution CT Scans via 3D Deep Embedding Learning
Figure 2 for Instance Segmentation of Fibers from Low Resolution CT Scans via 3D Deep Embedding Learning
Figure 3 for Instance Segmentation of Fibers from Low Resolution CT Scans via 3D Deep Embedding Learning
Figure 4 for Instance Segmentation of Fibers from Low Resolution CT Scans via 3D Deep Embedding Learning
Viaarxiv icon